Asymmetric multifractal scaling behavior in the Chinese stock market: Based on asymmetric MF-DFA | |
Cao, Guangxi1,2,3; Cao, Jie1; Xu, Longbing3 | |
刊名 | PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS |
2013-02-15 | |
卷号 | 392期号:4页码:797-807 |
关键词 | Asymmetric Multifractal MF-DFA Stock market |
ISSN号 | 0378-4371 |
DOI | 10.1016/j.physa.2012.10.042 |
英文摘要 | We utilized asymmetric multifractal detrended fluctuation analysis in this study to examine the asymmetric multifractal scaling behavior of Chinese stock markets with uptrends or downtrends. Results show that the multifractality degree of Chinese stock markets with uptrends is stronger than that of Chinese stock markets with downtrends. Correlation asymmetries are more evident in large fluctuations than in small fluctuations. By discussing the source of asymmetric multifractality, we find that multifractality is related to long-range correlations when the market is going up, whereas it is related to fat-tailed distribution when the market is going down. The main source of asymmetric scaling behavior in the Shanghai stock market are long-range correlations, whereas that in the Shenzhen stock market is fat-tailed distribution. An analysis of the time-varying feature of scaling asymmetries shows that the evolution trends of these scaling asymmetries are similar in the two Chinese stock markets. Major financial and economical events may enhance scaling asymmetries. (C) 2012 Elsevier B.V. All rights reserved. |
WOS研究方向 | Physics |
语种 | 英语 |
出版者 | ELSEVIER SCIENCE BV |
WOS记录号 | WOS:000314738700025 |
内容类型 | 期刊论文 |
源URL | [http://10.2.47.112/handle/2XS4QKH4/2018] |
专题 | 上海财经大学 |
通讯作者 | Cao, Guangxi |
作者单位 | 1.Nanjing Univ Informat Sci & Technol, Sch Econ & Management, Nanjing 210044, Jiangsu, Peoples R China; 2.Univ York, Dept Econ & Related Studies, York YO10 5DD, N Yorkshire, England; 3.Shanghai Univ Finance & Econ, Sch Finance, Shanghai 200433, Peoples R China |
推荐引用方式 GB/T 7714 | Cao, Guangxi,Cao, Jie,Xu, Longbing. Asymmetric multifractal scaling behavior in the Chinese stock market: Based on asymmetric MF-DFA[J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,2013,392(4):797-807. |
APA | Cao, Guangxi,Cao, Jie,&Xu, Longbing.(2013).Asymmetric multifractal scaling behavior in the Chinese stock market: Based on asymmetric MF-DFA.PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,392(4),797-807. |
MLA | Cao, Guangxi,et al."Asymmetric multifractal scaling behavior in the Chinese stock market: Based on asymmetric MF-DFA".PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 392.4(2013):797-807. |
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